Object Detection on PASCAL VOC 2nd Query (3k images) 2007 (test)
67.61mAPAL-MDNeff
Evaluation Results
| Method | Links | |
|---|---|---|
| AL-MDNeffBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 67.61 | |
| AL-MDNgmmBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 67.32 | |
| ENSEMBLEBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 67.11 | |
| MC-DROPOUTBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 67.1 | |
| LLALBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 67.02 | |
| STONEBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 67.01 | |
| ENTROPYBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 66.85 | |
| CORESETBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 66.57 | |
| RANDOMBackbone=VGG-16, Detector=SSD, Query Round Size (Ng)=10002024.10 | 66.36 |